Knowledge Engineering and Planning for the Automated Synthesis of Customized Learning Designs
نویسندگان
چکیده
This paper describes an approach to automatically obtain an HTN planning domain from a well structured learning objects repository and also to apply an HTN planner to obtain IMS Learning Designs adapted to the features and needs of every student.
منابع مشابه
Modeling E-Learning Activities in Automated Planning
This paper presents three approaches to generate learning designs using existing domain-independent planners. All of the approaches compile a course defined in a standard e-learning language into a planning domain, and a file containing student’s learning information into a planning problem. The learning designs are automatically generated from the plans that solve the problems. The approaches ...
متن کاملAutomatic Generation of User Adapted Learning Designs: An AI-Planning Proposal
A Learning Design(LD) definition under the IMS-LD standard is a complex task for the instructor because it requires a lot of time, effort and previous knowledge of the students group over which will be defined the knowledge objectives. That is why, taking advantage from diffusion of learning objects(LO) labeling using IMS-MD standard, we have proposed to realize a knowledge engineering process,...
متن کاملKnowledge Acquisition and Knowledge Engineering in the ModPlan Workbench
In this paper we present the architecture and the abilities of the ModPlan Workbench; an interacive knowledge acquisition and engineering tool for AI planning. It provides automated domain analysis tools together with PDDL learning capabilities. Integrated optimal and suboptimal planning technology extends state-of-the-art technology. With the tool, domain experts assist solving hard combinator...
متن کاملSynthesizing Customized Planners from Speci cations
Existing plan synthesis approaches in arti cial intelligence fall into two categories { domain independent and domain dependent. The domain independent approaches are applicable across a variety of domains, but may not be very e cient in any one given domain. The domain dependent approaches need to be (re)designed for each domain separately, but can be very e cient in the domain for which they ...
متن کاملSynthesizing Customized Planners from Specifications
Existing plan synthesis approaches in artiicial intelligence fall into two categories { domain independent and domain dependent. The domain independent approaches are applicable across a variety of domains, but may not be very eecient in any one given domain. The domain dependent approaches need to be (re)designed for each domain separately, but can be very eecient in the domain for which they ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
عنوان ژورنال:
دوره شماره
صفحات -
تاریخ انتشار 2007